Symptom-Aware Depression Detection Using Graph Neural Networks
Karla María Valencia-Segura, Hugo Jair Escalante, Fernando Martínez Santiago
, Luis Villaseñor Pineda
págs. 17-27
págs. 29-40
págs. 41-52
GPT-3.5 para la Nivelación de ELE en un Entorno Universitario: Un Estudio Comparativo de Zero-shot Learning y Fine-tuning
M.ª Victoria Cantero Romero, M. Estrella Vallecillo Rodríguez, Ana María Ortiz Colón, Salud M. Jiménez Zafra 
págs. 53-63
págs. 65-82
Methods Towards Improving Safeness in Responses of a Spanish Suicide Information Chatbot
Pablo Ascorbe Fernández, María Soledad Campos Burgui, César Domínguez, Jónathan Heras Vicente, Magdalena Pérez Trenado
págs. 83-94
Evaluating Compact LLMs for Zero-Shot Iberian Language Tasks on End-User Devices
Luis Couto Seller, Íñigo Sanz Torres, Adrián Vogel Fernández, Carlos González Carballo, Pedro Miguel Sánchez Sánchez, Adrián Carruana Martín, Enrique de Miguel Ambite
págs. 95-106
Fine-grained auxiliary learning for real-world product recommendation
Mario Almagro, Diego Ortego, David Jiménez
págs. 107-116
Machine Translation in Industrial Domains: Resources and Evaluations
Thierry Etchegoyhen, Harritxu Gete, Begoña Arrate, Joxean Zapirain, Victor Ruiz
págs. 117-135
Es igual pero no es lo mismo: ¿Distinguen los LLMs las variedades del español?
Marina Mayor Rocher, Cris del Pozo Huerta, Nina Melero, Gonzalo Martínez, María Grandury, Pedro Reviriego Vasallo
págs. 137-146
An Analysis of Gender Bias in Text-to-Image Models Using Neutral Prompts in Spanish
Victoria Muñoz García, María Villalba Oses, Juan Pablo Consuegra Ayala
págs. 147-160
págs. 161-172
Personality Assessment on Spanish and Basque Texts using In-Context Learning Techniques
Aitzo Saizar, Maddalen López de Lacalle, Xavier Saralegi Urizar
págs. 173-183
Assessing a Literary RAG System with a Human-Evaluated Synthetic QA Dataset Generated by an LLM: Experiments with Knowledge Graphs
Yanco Amor Torterolo Orta, Sofía Micaela Roseti, Antonio Moreno Sandoval 
págs. 185-198
Improving the classification of cybersecurity attack procedures using retrieval augmented generation
Sonia Bilbao Arechavala, Aitziber Atutxa Salazar, Javier del Ser Lorente
págs. 199-210
Preserving Grammatical Gender when Debiasing Word Embeddings in Spanish
Aitana Morote Martínez, Juan Pablo Consuegra Ayala, Elena Lloret Pastor 
págs. 211-222
CHERISH: A Corpus for CHildren Emotion Recognition In SpeecH
Luz Gahona Castillejos, Delia Irazu Hernández Farías, Humberto Pérez Espinosa
págs. 223-236
Assessing Small Language Models for Translating Spanish Instructions into Behavior Trees
Aitzo Saizar, Ander Corral, Maddalen López de Lacalle, Gorka Urbizu, Xavier Saralegi Urizar
págs. 237-250
Medical Argument Mining: Exploitation of Scarce Data Using NLI Systems
Maitane Urruela, Sergio Martín, Iker de la Iglesia, Ander Barrena Madinabeitia
págs. 251-262
BOE-XSUM: Extreme Summarization in Clear Language of Spanish Legal Decrees and Notifications
Andrés Fernández García, Javier de la Rosa, Julio Gonzalo Arroyo
, Roser Morante
, Enrique Amigó, Alejandro Benito Santos, Jorge Carrillo de Albornoz, Víctor Fresno Fernández
, Adrián Ghajari Espinosa, Guillermo Marco Remón, Laura Plaza Morales, Eva Sánchez Salido
págs. 263-282
EriBERTa Private Surpasses her Public Alter Ego: Enhancing a Bilingual Pretrained Encoder with Limited Private Medical Data
Iker de la Iglesia, Adrián Sánchez Freire, Oier Urquijo Durán, Ander Barrena Madinabeitia, Aitziber Atutxa Salazar
págs. 283-296
Machine Translation for Low-Resource Languages: Performance Trade-offs Between Seq2Seq and Generative Approaches
Saúl Buján, Daniel Bardanca Outeiriño, Pablo Gamallo Otero
, Iria de Dios Flores, José Ramón Pichel Campos
págs. 297-315
LLM for Untargeted Adversarial Attack Against Language Models in Spanish
Adrián Moreno Muñoz, Luis Alfonso Ureña López
, Eugenio Martínez Cámara 
págs. 317-336
IBERMAT - Corpus of Human and Machine Translated Multi-Domain Content in Basque, Catalan, Galician and Spanish: Description and Exploitation
Alicia Picazo Izquierdo, Ernesto Luis Estevanell Valladares, Ruslan Mitkov
, Rafael Muñoz Guillena
, Manuel Palomar Sanz 
págs. 337-348
From Rule-Based to LLMs: A Performance and Variability Analysis of Galician Machine Translation Models
Sofía García González, Germán Rigau Claramunt
, José Ramón Pichel Campos
págs. 349-369
Overview of ADoBo at IberLEF 2025: Automatic Detection of Anglicisms in Spanish
Elena Álvarez Mellado, Jordi Porta Zamorano
, Constantine Lignos
, Julio Gonzalo Arroyo 
págs. 373-383
Overview of ASQP-PT at IberLEF 2025: Overview of the Task on Aspect-Sentiment Quadruple Prediction in Portuguese
Emerson P. Lopes, Gabriel A. Gomes, Alexandre Thurow Bender, Ricardo Araújo Kalid, Larissa A. de Freitas, Ulisses B. Corrêa
págs. 385-391
Overview of CLEARS at IberLEF 2025: Challenge for Plain Language and Easy-to-Read Adaptation for Spanish texts
Beatriz Botella Gil, Isabel Espinosa Zaragoza, Alba Bonet Jover, Margot Madina, Lucas Molino Pi˜nar, Paloma Moreda Pozo
, Itziar González Dios, María Teresa Martín Valdivia, Luis Alfonso Ureña López 
págs. 393-400
Overview of DIMEMEX at IberLEF 2025: Detection of Inappropriate Memes from Mexico
Horacio Jarquín Vásquez, Itzel Tlelo Coyotecatl, Delia Irazu Hernández Farías, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes y Gómez 
págs. 401-412
Overview of HOMO-LAT at IberLEF 2025: Human-centric polarity detection in Online Messages Oriented to the Latin American-speaking LGBTQ+ populaTion
Gemma Bel Enguix
, Helena Gómez Adorno, Sergio Ojeda Trueba, Gerardo Sierra
, Jessica Barco, Edgar Lee Romero, Jocelyn Dunstan, Ruben Manrique
págs. 413-424